Loading ToolBench
73 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 52 | loglama py-lama/loglama |
| 20 |
| <=2025-11-25 |
| 38/100 |
| F |
| 53 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 54 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 55 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 56 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 57 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 58 | mcp-xray traceforce/mcp-xray addexec_cmdexec_proc+45 | 48 | <=2025-11-25 | 32/100 | F |
| 59 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 60 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 61 | agentic-ai-nano fwornle/agentic-ai-nano | 0 | 2026-07-28+ | 25/100 | F |
| 62 | agent-forge denkhaus/agent-forge | 0 | 2025-06-18+ | 20/100 | F |
| 63 | faramesh-core faramesh/faramesh-core AgentCardGovernKill+1 | 4 | 2026-07-28+ | 20/100 | F |
| 64 | AgenticLedger ShekharBhardwaj/AgenticLedger handle_mcp | 1 | 2026-07-28+ | 16/100 | F |
| 65 | dev-druid-mcp harrisonchu/dev-druid-mcp | 0 | 2026-07-28+ | 16/100 | F |
| 66 | mcp-to-ai-sdk vercel-labs/mcp-to-ai-sdk check_domain_availability_and_pricecreate_commentcreate_issue+54 | 57 | <=2025-11-25 | 16/100 | F |
| 67 | autonomous-agent-system Codemethemoney/autonomous-agent-system | 0 | <=2025-11-25 | 14/100 | F |
| 68 | homelib meltforce/homelib get_aclget_capacityget_collection_status+10 | 13 | 2026-07-28+ | 11/100 | F |
| 69 | signals-agent no0ktheali3n/signals-agent classify_failure_eventhealth_checkquery_events_by_service+2 | 5 | <=2025-11-25 | 11/100 | F |
| 70 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 71 | 4DA 4DA-Systems/4DA agent_memorycheck_decision_alignmentdecision_memory+15 | 18 | 2026-07-28+ | 0/100 | F |
| 72 | Aegis Justin0504/Aegis | 0 | 2026-07-28+ | 0/100 | F |
| 73 | sift-mcp sift-mcp/sift-mcp analyze_resultsget_failure_historyget_flaky_tests+3 | 6 | 2026-07-28+ | 0/100 | F |